"...have to put the tuner on CD..."

Sounds to me like the output wires from your tape deck are plugged into the wrong input jacks on your tuner/amp.

Hopefully the input jacks are clearly labeled. If not, and if you have the manual from your tuner/amp, perhaps it will have a diagram of which plug-ins are associated with which menu choice.